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Clojure Data Analysis Cookbook - Second Edition

You're reading from   Clojure Data Analysis Cookbook - Second Edition Dive into data analysis with Clojure through over 100 practical recipes for every stage of the analysis and collection process

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Product type Paperback
Published in Jan 2015
Publisher
ISBN-13 9781784390297
Length 372 pages
Edition 2nd Edition
Languages
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Author (1):
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Eric Richard Rochester Eric Richard Rochester
Author Profile Icon Eric Richard Rochester
Eric Richard Rochester
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Toc

Table of Contents (14) Chapters Close

Preface 1. Importing Data for Analysis FREE CHAPTER 2. Cleaning and Validating Data 3. Managing Complexity with Concurrent Programming 4. Improving Performance with Parallel Programming 5. Distributed Data Processing with Cascalog 6. Working with Incanter Datasets 7. Statistical Data Analysis with Incanter 8. Working with Mathematica and R 9. Clustering, Classifying, and Working with Weka 10. Working with Unstructured and Textual Data 11. Graphing in Incanter 12. Creating Charts for the Web Index

Querying data with Cascalog


In the Initializing Cascalog and Hadoop for distributed processing recipe, we looked at how to query data in Cascalog with a couple of small examples. However, Cascalog's query language is much more powerful than what we saw here. We'll dive in further in this recipe and start looking at some of the logical predicates available. Recipes in the later part of this chapter will have still more examples of querying with Cascalog.

Getting ready

For this recipe, we'll need the project.clj dependencies and imports from the Initializing Cascalog and Hadoop for distributed processing recipe. We'll also use the data from that recipe: the sequences of information about the companions and actors from the British television program Doctor Who.

How to do it…

  1. For the first example, we'll get the first five actors who played the role of the doctor:

    (?<- (stdout) [?n ?actor ?period]
         (actor ?n ?actor ?period) (<= ?n 5))
    …
    RESULTS
    -----------------------
    1       William Hartnell...
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